- Title
- On useful redundancy in experiment design for nonlinear system identification
- Creator
- Alamir, Mazen; Welsh, James S.; Goodwin, Graham C.
- Relation
- 47th IEEE Conference on Decision and Control (CDC 2008). Proceedings of the 47th IEEE Conference on Decision and Control (Cancun, Mexico 9-11 December, 2008) p. 5494-5499
- Publisher Link
- http://dx.doi.org/10.1109/CDC.2008.4738665
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Resource Type
- conference paper
- Date
- 2008
- Description
- In the paper, a formulation is proposed for optimal experiment design dedicated to the identification of nonlinear systems. In particular, a recently introduced redundancy property associated to dynamic systems related inverse problems is heavily exploited to guarantee global convergence. The paper considers general discrete-time nonlinear systems in which measurements are affected by bounded noise. An illustrative example is used to show the merits of the proposed approach.
- Subject
- experiment design; redundancy property; global convergence; nonlinear systems
- Identifier
- uon:6128
- Identifier
- http://hdl.handle.net/1959.13/802549
- Identifier
- ISBN:9781424431243
- Full Text
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